[Statlist] Seminar ueber Statistik
Christina Kuenzli
kuenzli at stat.math.ethz.ch
Mon Apr 11 11:33:26 CEST 2005
ETH and University of Zurich
Proff. A.D. Barbour -- P. Buehlmann -- F. Hampel -- H.R. Kuensch
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We are pleased to announce the following talks
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Friday, April 15, 2005, 15.15, LEO C15
Modeling nonstationary spatial covariance
Peter Guttorp, University of Washington and Lund University
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Friday, April 22, 2005, 15.15, LEO C15
A two-component model for counts of infectious diseases
Leonhard Held, Department of Statistics,
Ludwig-Maximilians-University Munich
We propose a stochastic model for the analysis of time series of
disease counts as collected in typical surveillance systems on
notifiable infectious diseases. The model is based on a Poisson or
negative binomial observation model with two components: A
parameter-driven component relates the disease incidence to latent
parameters describing endemic seasonal patterns, which are typical
for infectious disease surveillance data. An observation-driven or
epidemic component is modeled with an autoregression on the number
of cases at the previous time points. The autoregressive parameter
is allowed to change over time according to a Bayesian changepoint
model with unknown number of changepoints. Parameter estimates are
obtained through Bayesian model averaging using Markov chain Monte
Carlo (MCMC) techniques. In analyses of simulated and real datasets
we obtain promising results.
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across the hill-side station of the 'Polybahn')
Overview maps of ETH : http://www.ethz.ch/search/orientation_en.asp
________________________________________________________
Christina Kuenzli <kuenzli at stat.math.ethz.ch>
Seminar fuer Statistik
Leonhardstr. 27, LEO D11 phone: +41 1 632 3438
ETH-Zentrum, fax : +41 1 632 1228
CH-8092 Zurich, Switzerland http://stat.ethz.ch/~
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